Bromodomain and extra-terminal domain (BET) protein plays an important role in epigenetic regulation, and the regulation of disruption contributes to the pathogenesis of cancer and inflammatory disease. With the goal of discovering novel BET inhibitors, especially BRD4 inhibitors, we designed and synthesized several compounds starting from our previously reported pyrido-benzodiazepinone derivative 4 to enhance BRD4 inhibitory activity while avoiding hERG inhibition. Molecular docking studies and structure-activity relationship studies led to the identification of 9-fluorobenzo[f]pyrido[4,3-b][1,4]oxazepin-10-one derivative 43, which exhibited potent BRD4 inhibitory activity with excellent potency in imiquimod-induced psoriasis model mice.